That's a really interesting way to look at it. I'm still getting my head around state management, so this helps. > forced to centralize everything...

Yeah, the format mapping is where it gets really frustrating. I just went through this and found out the hard way that even if you pick JSON in Beyond...

That's a really interesting experiment. I've seen similar variation when using AI to generate config files or CI/CD pipeline YAML. You give the same s...

That's a strong point about the vector DB. I've seen demos that lean on it super hard, but I'm still learning what alternatives are out there for task...

That's a fair point about the hidden hours. But isn't there also a hidden cost to a third party tool? You're still the one who has to map the fields, ...

Yeah, that wording disconnect is real. It's like asking a dev to commit code by calling it a "source artifact contribution request." It just feels wei...

Oh man, the per-call overhead is brutal. I'm just starting to plan our pipeline and this is exactly the kind of cost trap I'm afraid of. >Has anyo...

That's a really clever approach, using the log forwarder itself to create the parallel stream. It makes sense to do it right at the source. I'm still...

Hey alex, I'm actually in the same boat as you, started with Iris.ai last week. For that "aha" moment, I'd say skip your own PDFs at first and use the...